{
 "cells": [
  {
   "cell_type": "raw",
   "id": "1e00c4da-1ec9-4402-a28b-6ad4b241b3a8",
   "metadata": {},
   "source": [
    "---\n",
    "title: \"Quarto Basics\"\n",
    "format: \n",
    "  html:\n",
    "    code-fold: true\n",
    "jupyter: python3\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8776c2d1-722b-4e14-8b78-4b3f50f45bd4",
   "metadata": {},
   "source": [
    "## Polar Axis\n",
    "\n",
    "For a demonstration of a line plot on a polar axis, see @fig-polar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2d680db0-67dd-43b9-b1c1-6e9df46f342e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| label: fig-polar\n",
    "#| fig-cap: \"A line plot on a polar axis\"\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "r = np.arange(0, 2, 0.01)\n",
    "theta = 2 * np.pi * r\n",
    "fig, ax = plt.subplots(\n",
    "  subplot_kw = {'projection': 'polar'} \n",
    ")\n",
    "ax.plot(theta, r)\n",
    "ax.set_rticks([0.5, 1, 1.5, 2])\n",
    "ax.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "a20160eb-b782-48bf-8a22-c6a3c304515c",
   "metadata": {},
   "source": [
    "# 第一章\n",
    "\n",
    "$$ e ^ \\pi = -1 $$\n",
    "![prog.svg](prog.svg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8ee6f257-2210-4c1d-affd-10fd26fdc806",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
